Triple
T8108481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron T. Beck |
E189284
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Cognitive Therapy of Depression
Cognitive Therapy of Depression is a seminal 1979 clinical psychology book by Aaron T. Beck and colleagues that systematically presents the principles and methods of cognitive therapy for treating depressive disorders.
|
E715595
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Cognitive Therapy of Depression | Statement: [Aaron T. Beck, notableWork, Cognitive Therapy of Depression]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cognitive Therapy of Depression Context triple: [Aaron T. Beck, notableWork, Cognitive Therapy of Depression]
-
A.
Cognitive Therapy of Personality Disorders
Cognitive Therapy of Personality Disorders is a seminal clinical psychology book that outlines Aaron T. Beck’s cognitive-behavioral approach to understanding and treating personality disorders.
-
B.
Helplessness: On Depression, Development, and Death
Helplessness: On Depression, Development, and Death is a seminal psychology book by Martin Seligman that explores how perceived lack of control contributes to depression, development, and responses to trauma and mortality.
-
C.
Center for Cognitive Therapy at the University of Pennsylvania
The Center for Cognitive Therapy at the University of Pennsylvania is a pioneering clinical and research institution specializing in cognitive therapy and cognitive-behavioral treatments for psychological disorders.
-
D.
Die Krise der Psychologie
Die Krise der Psychologie is a seminal work by Karl Bühler that critically examines the theoretical foundations and methodological problems of early 20th-century psychology.
-
E.
The Elasticity of Psycho-Analytic Technique
The Elasticity of Psycho-Analytic Technique is a seminal psychoanalytic paper by Sándor Ferenczi that explores the need for flexibility and adaptability in the analyst’s method and therapeutic stance.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cognitive Therapy of Depression Triple: [Aaron T. Beck, notableWork, Cognitive Therapy of Depression]
Generated description
Cognitive Therapy of Depression is a seminal 1979 clinical psychology book by Aaron T. Beck and colleagues that systematically presents the principles and methods of cognitive therapy for treating depressive disorders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cognitive Therapy of Depression Target entity description: Cognitive Therapy of Depression is a seminal 1979 clinical psychology book by Aaron T. Beck and colleagues that systematically presents the principles and methods of cognitive therapy for treating depressive disorders.
-
A.
Cognitive Therapy of Personality Disorders
Cognitive Therapy of Personality Disorders is a seminal clinical psychology book that outlines Aaron T. Beck’s cognitive-behavioral approach to understanding and treating personality disorders.
-
B.
Helplessness: On Depression, Development, and Death
Helplessness: On Depression, Development, and Death is a seminal psychology book by Martin Seligman that explores how perceived lack of control contributes to depression, development, and responses to trauma and mortality.
-
C.
Center for Cognitive Therapy at the University of Pennsylvania
The Center for Cognitive Therapy at the University of Pennsylvania is a pioneering clinical and research institution specializing in cognitive therapy and cognitive-behavioral treatments for psychological disorders.
-
D.
Die Krise der Psychologie
Die Krise der Psychologie is a seminal work by Karl Bühler that critically examines the theoretical foundations and methodological problems of early 20th-century psychology.
-
E.
The Elasticity of Psycho-Analytic Technique
The Elasticity of Psycho-Analytic Technique is a seminal psychoanalytic paper by Sándor Ferenczi that explores the need for flexibility and adaptability in the analyst’s method and therapeutic stance.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca82b9d5848190a24672775d5c5011 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb42fa40e08190955fccec1a28eb34 |
completed | March 31, 2026, 3:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbe994fc881908a43cfdf9f28753c |
completed | April 1, 2026, 6:43 a.m. |
| NEDg | Description generation | batch_69ccc37113108190901b02fae92764cf |
completed | April 1, 2026, 7:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd7eca618819081e0c5452c8b1960 |
completed | April 1, 2026, 8:31 a.m. |
Created at: March 30, 2026, 5:32 p.m.